Uncertainty-Aware Unlikelihood Learning Improves Generative Aspect Sentiment Quad Prediction. - Mengting Hu; Yinhao Bai; Yike Wu; Zhen Zhang 048; Liqi Zhang; Hang Gao 003; Shiwan Zhao; Minlie Huang (ACL (Findings), 2023)

E-NER: Evidential Deep Learning for Trustworthy Named Entity Recognition. - Zhen Zhang 048; Mengting Hu; Shiwan Zhao; Minlie Huang; Haotian Wang; Lemao Liu; Zhirui Zhang; Zhe Liu 001; Bingzhe Wu (ACL (Findings), 2023)

RECAL: Sample-Relation Guided Confidence Calibration over Tabular Data. - Haotian Wang; Zhen Zhang 048; Mengting Hu; Qichao Wang; Liang Chen 001; Yatao Bian; Bingzhe Wu (EMNLP (Findings), 2023)

Uncertainty in Natural Language Processing: Sources, Quantification, and Applications. - Mengting Hu; Zhen Zhang 048; Shiwan Zhao; Minlie Huang; Bingzhe Wu (CoRR, 2023)

LinkNER: Linking Local Named Entity Recognition Models to Large Language Models using Uncertainty. - Zhen Zhang 048; Yuhua Zhao; Hang Gao 003; Mengting Hu (WWW, 2024)